Discover Awesome MCP Servers

jlab-mcp

An MCP server that enables LLMs to execute Python code on GPU-accelerated compute nodes within SLURM-managed HPC environments. It bridges local clients to remote clusters by launching JupyterLab sessions via SLURM jobs to facilitate high-performance notebook-based computation.

EasyPeasyMCP

A lightweight, zero-config MCP server that makes documentation and API specifications instantly accessible to AI models using the llms.txt standard. It enables searching and retrieving full documentation, OpenAPI, and AsyncAPI specs without requiring a complex RAG infrastructure or vector database.

Roo Code Memory Bank MCP Server

Enables AI assistants to maintain persistent project context across sessions by storing and retrieving structured information in markdown files organized in a memory bank directory.

OHIP MCP Server

A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that enables AI assistants to execute authenticated API requests for hotel management tasks like reservations and inventory. It features automated OAuth 2.0 token management and secure credential handling for seamless integration with Oracle Hospitality services.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example tools (calculator, greeting) and resources (server info) included.

MemeStack MCP

MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (memes, infographics, charts, visual explainers) ranked by Lightning zaps. 19 tools, 6 prompts, 3 resources. Every response includes ready-to-paste citation blocks (markdown / HTML / plain). Free, no auth: https://mcp.memestack.ai/mcp

n8n-mcp

A Python-based MCP server adapted from the n8n_agent project that implements a note storage and summarization system. It enables users to create, retrieve, and summarize notes through the Model Context Protocol.

SQLite MCP Server

Enables comprehensive SQLite database operations including CRUD operations, schema management, and meta commands across multiple database files through the Model Context Protocol.

gdb-mcp

Enables AI assistants to control GDB debugger via MCP protocol for local and remote debugging, supporting CTF Pwn, crash analysis, and ELF inspection.

Expense Tracker MCP

Provides tools for natural language expense management, including automated categorization using embeddings and real-time transaction tracking. It enables users to create expenses, generate spending summaries, and analyze subscriptions through the Model Context Protocol.

MCP Beget

An MCP server for managing Beget hosting services including sites, domains, databases, and mail directly through Claude Code. It provides comprehensive tools for configuring DNS, FTP, Cron jobs, and managing backups via the Beget API.

NS Travel Information Server

Provides real-time Dutch railway (NS) travel information including train schedules, delays, journey planning, ticket prices, and station details for navigating the Netherlands by train.

Supabase MCP Server on Phala Cloud

Servidor MCP de Supabase remoto en Phala Cloud

ovice MCP Server

Integrates with the ovice Public API to manage virtual office workspaces, groups, and users. It enables Claude to send targeted notifications and retrieve organizational metadata such as space names and access URLs.

speclib-mcp

An MCP server that enables AI agents to search, discover, and retrieve technical specifications from a SpecLib instance. It provides tools for full-text search, scope listing, and reading specs as markdown content.

Alchemy MCP Server

Alchemy MCP Server

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through custom prompts and tools. Supports cluster management, SQL execution, and workspace operations with OAuth authentication.

Atlassian Bitbucket MCP Server

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book-notes-mcp

A knowledge base MCP server that enables AI agents to search and reference structured business book notes stored as YAML files. It provides seven tools for accessing book information, highlights, concepts, and connections without relying on LLM APIs.

File Search Server

Enables intelligent file searching in local directories using natural language queries. Supports searching by file type, filename patterns, and content across multiple formats including PDF, Word, Excel, and text files with AI-powered relevance scoring.

MCP_WolframAlpha

MCP\_WolframAlpha

Limetest MCP Server

A Model Context Protocol server that enables automated end-to-end testing with LLMs using Playwright's accessibility tree rather than pixel-based inputs.

Karakeep MCP Server

Okay, here's how you can search for and create bookmarks in Karakeep (Hoarder), translated into Spanish: **English:** **Searching:** 1. **Open Karakeep (Hoarder).** 2. **Use the Search Bar:** Look for the search bar, usually located at the top of the application window. 3. **Enter Your Search Term:** Type the word, phrase, or URL you're looking for in the search bar. 4. **Press Enter or Click the Search Icon:** This will initiate the search. 5. **Review the Results:** Karakeep will display a list of bookmarks that match your search term. **Creating Bookmarks:** 1. **Open Karakeep (Hoarder).** 2. **Navigate to the Page You Want to Bookmark:** Open the website or document you want to save. 3. **Use the Bookmark Function:** This might be a button, menu option, or keyboard shortcut. Look for something like "Add Bookmark," "Save Page," or a star icon. 4. **Edit Bookmark Details (Optional):** A dialog box might appear allowing you to: * **Change the Title:** Give the bookmark a descriptive name. * **Add Tags/Categories:** Organize your bookmarks by assigning them tags or categories. * **Choose a Folder:** Save the bookmark to a specific folder within Karakeep. 5. **Save the Bookmark:** Click "Save," "Add," or a similar button to finalize the bookmark creation. **Spanish:** **Búsqueda:** 1. **Abre Karakeep (Hoarder).** 2. **Usa la Barra de Búsqueda:** Busca la barra de búsqueda, que generalmente se encuentra en la parte superior de la ventana de la aplicación. 3. **Introduce tu Término de Búsqueda:** Escribe la palabra, frase o URL que estás buscando en la barra de búsqueda. 4. **Presiona Enter o Haz Clic en el Icono de Búsqueda:** Esto iniciará la búsqueda. 5. **Revisa los Resultados:** Karakeep mostrará una lista de marcadores que coincidan con tu término de búsqueda. **Creación de Marcadores:** 1. **Abre Karakeep (Hoarder).** 2. **Navega a la Página que Quieres Marcar:** Abre el sitio web o documento que deseas guardar. 3. **Usa la Función de Marcador:** Esto podría ser un botón, una opción de menú o un atajo de teclado. Busca algo como "Añadir Marcador", "Guardar Página" o un icono de estrella. 4. **Edita los Detalles del Marcador (Opcional):** Podría aparecer un cuadro de diálogo que te permita: * **Cambiar el Título:** Dale al marcador un nombre descriptivo. * **Añadir Etiquetas/Categorías:** Organiza tus marcadores asignándoles etiquetas o categorías. * **Elegir una Carpeta:** Guarda el marcador en una carpeta específica dentro de Karakeep. 5. **Guarda el Marcador:** Haz clic en "Guardar", "Añadir" o un botón similar para finalizar la creación del marcador. **Important Notes:** * The exact wording and appearance of the interface may vary slightly depending on the specific version of Karakeep (Hoarder) you are using. * If you are having trouble finding a specific feature, consult the Karakeep (Hoarder) documentation or help files. Let me know if you have any other questions!

TOOT (Train of Operadic Thought) MCP

Enables context capture and reinforcement learning by recording successful work patterns and creating reasoning chains for cross-conversation continuity. Automatically captures positive feedback through Claude Code hooks to build reusable success patterns.

SVG Converter Tools MCP

Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with optimized Chinese character rendering. Supports single file, batch, and string-based conversions using multiple rendering engines including Cairo, SVGLib, and PIL.

MCP Hacker News

A Model Context Protocol server that enables AI tools like Claude and Cursor to fetch and interact with live Hacker News data (posts, comments, users) via standardized MCP endpoints.

a11y-mcp

An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Cline/Cursor/GH Copilot) and let them fix a11y issues for you!

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, test results, pipelines, and discussions. Supports viewing MR details, responding to comments, and analyzing CI/CD job logs.